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speecht5_improved_data_wo_knn
SitholeDavid/speecht5_improved_data_wo_knn
speecht5_improved_data_wo_knn is a text-to-audio model from SitholeDavid. Use it for the text-to-audio task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text-to-Audio
- Library
- transformers
- License
- mit
- Model type
- speecht5
- Access
- Public
- Created
- Aug 30, 2024
- Updated
- Aug 30, 2024
- SHA
- 6e15c27f
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
speecht5_improved_data_wo_knn
This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5957
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 8
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9419 | 0.8097 | 250 | 0.8022 |
| 0.7827 | 1.6194 | 500 | 0.6917 |
| 0.7165 | 2.4291 | 750 | 0.6538 |
| 0.7038 | 3.2389 | 1000 | 0.6365 |
| 0.6821 | 4.0486 | 1250 | 0.6194 |
| 0.685 | 4.8583 | 1500 | 0.6156 |
| 0.6608 | 5.6680 | 1750 | 0.6083 |
| 0.6725 | 6.4777 | 2000 | 0.6051 |
| 0.6592 | 7.2874 | 2250 | 0.6009 |
| 0.6617 | 8.0972 | 2500 | 0.5981 |
| 0.6565 | 8.9069 | 2750 | 0.5962 |
| 0.6536 | 9.7166 | 3000 | 0.5957 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.1.2
- Datasets 2.17.0
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Aug 30, 2024
- Updated
- Aug 30, 2024